The story
The syntax around the term's usage supports the idea that it originated as an ellipsis of grilled cheese sandwich.
Etymology from Wiktionary, CC BY-SA 4.0.
grilled cheese
Today it means: A cheese sandwich typically toasted or fried in butter. Full definition →